ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8593
• Qwk: -0.1194
• Mse: 0.8593
• Rmse: 0.9270

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.08	2	3.5711	0.0035	3.5711	1.8897
No log	0.16	4	1.8474	0.0560	1.8474	1.3592
No log	0.24	6	2.0958	0.0104	2.0958	1.4477
No log	0.32	8	1.6504	0.0276	1.6504	1.2847
No log	0.4	10	0.8621	-0.0371	0.8621	0.9285
No log	0.48	12	0.8885	-0.1261	0.8885	0.9426
No log	0.56	14	0.9488	-0.0285	0.9488	0.9741
No log	0.64	16	1.0387	-0.0149	1.0387	1.0192
No log	0.72	18	1.3523	-0.0500	1.3523	1.1629
No log	0.8	20	1.4629	-0.0247	1.4629	1.2095
No log	0.88	22	1.2116	-0.0500	1.2116	1.1007
No log	0.96	24	0.9735	-0.1291	0.9735	0.9866
No log	1.04	26	0.8461	0.0159	0.8461	0.9199
No log	1.12	28	0.8343	-0.0264	0.8343	0.9134
No log	1.2	30	1.0220	-0.0218	1.0220	1.0109
No log	1.28	32	1.3686	-0.0126	1.3686	1.1699
No log	1.3600	34	1.0637	-0.0211	1.0637	1.0314
No log	1.44	36	0.8571	-0.0390	0.8571	0.9258
No log	1.52	38	0.7811	-0.0711	0.7811	0.8838
No log	1.6	40	0.7357	0.0506	0.7357	0.8577
No log	1.6800	42	0.7646	-0.0101	0.7646	0.8744
No log	1.76	44	0.8673	-0.0442	0.8673	0.9313
No log	1.8400	46	0.9600	0.0026	0.9600	0.9798
No log	1.92	48	1.2081	-0.0435	1.2081	1.0991
No log	2.0	50	0.9147	-0.0079	0.9147	0.9564
No log	2.08	52	0.6850	0.0	0.6850	0.8276
No log	2.16	54	0.6741	0.0555	0.6741	0.8210
No log	2.24	56	0.6711	0.0555	0.6711	0.8192
No log	2.32	58	0.7512	0.1318	0.7512	0.8667
No log	2.4	60	0.8922	0.0786	0.8922	0.9446
No log	2.48	62	1.1073	0.0596	1.1073	1.0523
No log	2.56	64	0.9104	-0.0079	0.9104	0.9541
No log	2.64	66	0.8797	0.0476	0.8797	0.9379
No log	2.7200	68	0.7006	0.1021	0.7006	0.8370
No log	2.8	70	0.7140	0.0374	0.7140	0.8450
No log	2.88	72	0.9835	-0.0809	0.9835	0.9917
No log	2.96	74	1.8307	-0.0421	1.8307	1.3530
No log	3.04	76	1.4607	0.0488	1.4607	1.2086
No log	3.12	78	0.7970	0.0318	0.7970	0.8927
No log	3.2	80	0.7118	-0.0035	0.7118	0.8437
No log	3.2800	82	0.7225	0.0506	0.7225	0.8500
No log	3.36	84	0.9856	-0.1645	0.9856	0.9928
No log	3.44	86	1.1997	-0.1278	1.1997	1.0953
No log	3.52	88	0.9131	-0.1257	0.9131	0.9556
No log	3.6	90	0.7421	-0.0033	0.7421	0.8614
No log	3.68	92	0.7511	-0.0520	0.7511	0.8667
No log	3.76	94	0.8118	0.0269	0.8118	0.9010
No log	3.84	96	1.1961	-0.1850	1.1961	1.0937
No log	3.92	98	1.0006	-0.1932	1.0006	1.0003
No log	4.0	100	0.7780	0.0	0.7780	0.8820
No log	4.08	102	0.7499	0.0	0.7499	0.8660
No log	4.16	104	0.8272	0.0670	0.8272	0.9095
No log	4.24	106	0.8832	0.0043	0.8832	0.9398
No log	4.32	108	0.7442	0.1021	0.7442	0.8627
No log	4.4	110	0.7701	0.0	0.7701	0.8776
No log	4.48	112	0.7833	-0.1551	0.7833	0.8850
No log	4.5600	114	0.9054	-0.1140	0.9054	0.9515
No log	4.64	116	1.2921	-0.1124	1.2921	1.1367
No log	4.72	118	1.0714	-0.1914	1.0714	1.0351
No log	4.8	120	0.8360	-0.0030	0.8360	0.9143
No log	4.88	122	0.8808	-0.1538	0.8808	0.9385
No log	4.96	124	0.8523	-0.0428	0.8523	0.9232
No log	5.04	126	0.8576	0.0338	0.8576	0.9261
No log	5.12	128	1.0009	-0.2392	1.0009	1.0004
No log	5.2	130	0.9134	-0.1144	0.9134	0.9557
No log	5.28	132	0.9230	-0.0723	0.9230	0.9608
No log	5.36	134	0.9040	-0.0711	0.9040	0.9508
No log	5.44	136	0.8797	-0.0113	0.8797	0.9379
No log	5.52	138	0.8928	-0.0248	0.8928	0.9449
No log	5.6	140	0.9285	-0.1449	0.9285	0.9636
No log	5.68	142	0.9519	-0.1449	0.9519	0.9756
No log	5.76	144	0.8846	-0.0992	0.8846	0.9405
No log	5.84	146	0.8795	-0.0195	0.8795	0.9378
No log	5.92	148	0.8962	0.0285	0.8962	0.9467
No log	6.0	150	0.9048	-0.0226	0.9048	0.9512
No log	6.08	152	0.9518	-0.1088	0.9518	0.9756
No log	6.16	154	1.0513	-0.1115	1.0513	1.0254
No log	6.24	156	1.0757	-0.1115	1.0757	1.0372
No log	6.32	158	1.1073	-0.1172	1.1073	1.0523
No log	6.4	160	0.9830	-0.1564	0.9830	0.9915
No log	6.48	162	0.8537	0.0031	0.8537	0.9240
No log	6.5600	164	0.8323	-0.0451	0.8323	0.9123
No log	6.64	166	0.7943	-0.0541	0.7943	0.8912
No log	6.72	168	0.9347	0.0017	0.9347	0.9668
No log	6.8	170	1.0406	-0.0909	1.0406	1.0201
No log	6.88	172	0.8863	-0.0767	0.8863	0.9414
No log	6.96	174	0.7926	-0.0520	0.7926	0.8903
No log	7.04	176	0.8663	-0.1033	0.8663	0.9308
No log	7.12	178	0.8802	-0.0181	0.8802	0.9382
No log	7.2	180	0.8778	-0.0999	0.8778	0.9369
No log	7.28	182	0.9005	-0.1116	0.9005	0.9490
No log	7.36	184	0.8542	-0.0506	0.8542	0.9242
No log	7.44	186	0.8679	-0.0718	0.8679	0.9316
No log	7.52	188	0.9464	-0.0778	0.9464	0.9728
No log	7.6	190	0.8776	-0.0228	0.8776	0.9368
No log	7.68	192	0.8156	-0.0427	0.8156	0.9031
No log	7.76	194	0.8369	-0.0837	0.8369	0.9148
No log	7.84	196	0.8407	-0.0307	0.8407	0.9169
No log	7.92	198	0.7823	0.0922	0.7823	0.8845
No log	8.0	200	0.8837	0.0152	0.8837	0.9401
No log	8.08	202	0.8163	0.1199	0.8163	0.9035
No log	8.16	204	0.7854	-0.0469	0.7854	0.8862
No log	8.24	206	0.7981	-0.0307	0.7981	0.8934
No log	8.32	208	0.7584	-0.0449	0.7584	0.8708
No log	8.4	210	0.7353	0.0	0.7353	0.8575
No log	8.48	212	0.7351	0.0479	0.7351	0.8574
No log	8.56	214	0.7486	0.0479	0.7486	0.8652
No log	8.64	216	0.7803	0.0513	0.7803	0.8833
No log	8.72	218	0.8095	-0.0837	0.8095	0.8997
No log	8.8	220	0.7942	-0.0912	0.7942	0.8912
No log	8.88	222	0.7997	-0.0859	0.7997	0.8943
No log	8.96	224	0.8319	-0.0860	0.8319	0.9121
No log	9.04	226	0.8958	0.0175	0.8958	0.9465
No log	9.12	228	0.9248	0.0146	0.9248	0.9617
No log	9.2	230	0.8316	0.0410	0.8316	0.9119
No log	9.28	232	0.8809	-0.0039	0.8809	0.9386
No log	9.36	234	0.8765	-0.0843	0.8765	0.9362
No log	9.44	236	0.7755	0.0454	0.7755	0.8806
No log	9.52	238	0.7816	0.0690	0.7816	0.8841
No log	9.6	240	0.7932	0.0205	0.7932	0.8906
No log	9.68	242	0.7630	-0.0170	0.7630	0.8735
No log	9.76	244	0.7969	-0.0218	0.7969	0.8927
No log	9.84	246	0.8654	0.1001	0.8654	0.9303
No log	9.92	248	0.8363	-0.0218	0.8363	0.9145
No log	10.0	250	0.8173	-0.0859	0.8173	0.9040
No log	10.08	252	0.9042	0.0770	0.9042	0.9509
No log	10.16	254	0.9038	0.0377	0.9038	0.9507
No log	10.24	256	0.8149	-0.1330	0.8149	0.9027
No log	10.32	258	0.7876	0.1311	0.7876	0.8875
No log	10.4	260	0.8193	0.0562	0.8193	0.9051
No log	10.48	262	0.7527	0.1311	0.7527	0.8676
No log	10.56	264	0.7367	-0.0520	0.7367	0.8583
No log	10.64	266	0.8599	-0.1086	0.8599	0.9273
No log	10.72	268	0.9165	0.0052	0.9165	0.9573
No log	10.8	270	0.8288	0.0106	0.8288	0.9104
No log	10.88	272	0.8306	0.1192	0.8306	0.9114
No log	10.96	274	0.8229	0.0444	0.8229	0.9071
No log	11.04	276	0.8427	-0.0647	0.8427	0.9180
No log	11.12	278	0.8694	-0.1086	0.8694	0.9324
No log	11.2	280	0.7984	-0.0859	0.7984	0.8935
No log	11.28	282	0.7680	-0.0030	0.7680	0.8763
No log	11.36	284	0.7845	-0.1330	0.7845	0.8857
No log	11.44	286	0.8354	-0.0810	0.8354	0.9140
No log	11.52	288	0.9209	-0.1851	0.9209	0.9597
No log	11.6	290	0.9680	-0.0970	0.9680	0.9839
No log	11.68	292	0.9818	-0.0187	0.9818	0.9909
No log	11.76	294	0.9536	-0.0970	0.9536	0.9765
No log	11.84	296	0.8309	0.0094	0.8309	0.9115
No log	11.92	298	0.7972	0.0094	0.7972	0.8929
No log	12.0	300	0.7744	0.0	0.7744	0.8800
No log	12.08	302	0.7758	-0.0520	0.7758	0.8808
No log	12.16	304	0.7734	-0.0032	0.7734	0.8794
No log	12.24	306	0.8048	-0.0091	0.8048	0.8971
No log	12.32	308	0.8221	-0.0427	0.8221	0.9067
No log	12.4	310	0.8733	-0.0558	0.8733	0.9345
No log	12.48	312	0.8835	-0.0300	0.8835	0.9399
No log	12.56	314	0.8727	-0.0027	0.8727	0.9342
No log	12.64	316	0.8687	0.1705	0.8687	0.9320
No log	12.72	318	0.8489	0.1486	0.8489	0.9213
No log	12.8	320	0.8266	-0.0032	0.8266	0.9092
No log	12.88	322	0.8136	-0.0541	0.8136	0.9020
No log	12.96	324	0.8216	-0.2006	0.8216	0.9064
No log	13.04	326	0.8022	-0.0493	0.8022	0.8956
No log	13.12	328	0.8817	-0.0690	0.8817	0.9390
No log	13.2	330	1.0846	-0.1882	1.0846	1.0415
No log	13.28	332	1.2358	-0.0959	1.2358	1.1117
No log	13.36	334	1.1317	-0.1245	1.1317	1.0638
No log	13.44	336	0.9250	-0.0391	0.9250	0.9617
No log	13.52	338	0.7969	0.0496	0.7969	0.8927
No log	13.6	340	0.8194	-0.1917	0.8194	0.9052
No log	13.68	342	0.8195	-0.1263	0.8195	0.9053
No log	13.76	344	0.7638	-0.0551	0.7638	0.8740
No log	13.84	346	0.8434	-0.0316	0.8434	0.9184
No log	13.92	348	0.8497	-0.0316	0.8497	0.9218
No log	14.0	350	0.8154	0.0723	0.8154	0.9030
No log	14.08	352	0.8071	0.1311	0.8071	0.8984
No log	14.16	354	0.7976	0.1311	0.7976	0.8931
No log	14.24	356	0.7838	0.0	0.7838	0.8853
No log	14.32	358	0.8037	-0.0967	0.8037	0.8965
No log	14.4	360	0.8183	-0.0967	0.8183	0.9046
No log	14.48	362	0.8511	-0.1330	0.8511	0.9226
No log	14.56	364	0.8435	-0.1468	0.8435	0.9184
No log	14.64	366	0.8413	0.0394	0.8413	0.9172
No log	14.72	368	0.8567	0.1249	0.8567	0.9256
No log	14.8	370	0.8350	0.1254	0.8350	0.9138
No log	14.88	372	0.8085	0.0768	0.8085	0.8991
No log	14.96	374	0.7629	0.0496	0.7629	0.8734
No log	15.04	376	0.7755	-0.0493	0.7755	0.8806
No log	15.12	378	0.7895	0.0863	0.7895	0.8885
No log	15.2	380	0.7859	0.0768	0.7859	0.8865
No log	15.28	382	0.7695	0.0355	0.7695	0.8772
No log	15.36	384	0.7532	0.0436	0.7532	0.8679
No log	15.44	386	0.8022	0.1495	0.8022	0.8956
No log	15.52	388	0.8530	0.1336	0.8530	0.9236
No log	15.6	390	0.8000	0.1095	0.8000	0.8944
No log	15.68	392	0.8195	0.0741	0.8195	0.9053
No log	15.76	394	0.9219	0.0016	0.9219	0.9602
No log	15.84	396	0.9172	0.0456	0.9172	0.9577
No log	15.92	398	0.8855	0.0226	0.8855	0.9410
No log	16.0	400	0.8375	0.0106	0.8375	0.9152
No log	16.08	402	0.8143	-0.0280	0.8143	0.9024
No log	16.16	404	0.7975	-0.0810	0.7975	0.8930
No log	16.24	406	0.8310	0.0376	0.8310	0.9116
No log	16.32	408	0.8896	-0.0295	0.8896	0.9432
No log	16.4	410	0.8924	-0.0295	0.8924	0.9447
No log	16.48	412	0.8505	-0.0086	0.8505	0.9222
No log	16.56	414	0.8410	-0.0859	0.8410	0.9170
No log	16.64	416	0.8682	-0.0750	0.8682	0.9317
No log	16.72	418	0.8607	-0.0350	0.8607	0.9277
No log	16.8	420	0.8578	0.0846	0.8578	0.9261
No log	16.88	422	0.8511	0.0393	0.8511	0.9225
No log	16.96	424	0.8335	0.0393	0.8335	0.9129
No log	17.04	426	0.8003	-0.0506	0.8003	0.8946
No log	17.12	428	0.7711	0.0869	0.7711	0.8781
No log	17.2	430	0.7518	0.0414	0.7518	0.8671
No log	17.28	432	0.7482	-0.0032	0.7482	0.8650
No log	17.36	434	0.7852	-0.1470	0.7852	0.8861
No log	17.44	436	0.7924	-0.0859	0.7924	0.8902
No log	17.52	438	0.8282	-0.0387	0.8282	0.9101
No log	17.6	440	0.8530	0.0129	0.8530	0.9236
No log	17.68	442	0.8622	0.0590	0.8622	0.9285
No log	17.76	444	0.8383	-0.0133	0.8383	0.9156
No log	17.84	446	0.7768	-0.1398	0.7768	0.8814
No log	17.92	448	0.7628	-0.1001	0.7628	0.8734
No log	18.0	450	0.7176	-0.0551	0.7176	0.8471
No log	18.08	452	0.7009	0.0967	0.7009	0.8372
No log	18.16	454	0.6982	0.0967	0.6982	0.8356
No log	18.24	456	0.7041	-0.0551	0.7041	0.8391
No log	18.32	458	0.7623	-0.0499	0.7623	0.8731
No log	18.4	460	0.8556	-0.1917	0.8556	0.9250
No log	18.48	462	0.8516	-0.1329	0.8516	0.9228
No log	18.56	464	0.7768	-0.1010	0.7768	0.8813
No log	18.64	466	0.7884	0.1807	0.7884	0.8879
No log	18.72	468	0.8684	-0.0031	0.8684	0.9319
No log	18.8	470	0.8263	0.0152	0.8263	0.9090
No log	18.88	472	0.7721	0.0	0.7721	0.8787
No log	18.96	474	0.8048	-0.1753	0.8048	0.8971
No log	19.04	476	0.8009	-0.1753	0.8009	0.8949
No log	19.12	478	0.7832	-0.1018	0.7832	0.8850
No log	19.2	480	0.7973	0.1254	0.7973	0.8929
No log	19.28	482	0.8105	0.1254	0.8105	0.9003
No log	19.36	484	0.8126	0.1362	0.8126	0.9014
No log	19.44	486	0.8277	-0.0027	0.8277	0.9098
No log	19.52	488	0.8471	-0.0500	0.8471	0.9204
No log	19.6	490	0.8557	-0.0955	0.8557	0.9250
No log	19.68	492	0.8697	-0.0240	0.8697	0.9326
No log	19.76	494	0.9044	0.0304	0.9044	0.9510
No log	19.84	496	0.8514	-0.0295	0.8514	0.9227
No log	19.92	498	0.7828	0.0454	0.7828	0.8848
0.2768	20.0	500	0.7789	-0.1397	0.7789	0.8825
0.2768	20.08	502	0.7740	0.0	0.7740	0.8798
0.2768	20.16	504	0.7929	0.1807	0.7929	0.8905
0.2768	20.24	506	0.8031	0.1787	0.8031	0.8962
0.2768	20.32	508	0.8217	0.0723	0.8217	0.9065
0.2768	20.4	510	0.7999	0.1254	0.7999	0.8944
0.2768	20.48	512	0.7671	0.1371	0.7671	0.8759
0.2768	20.56	514	0.7455	0.0479	0.7455	0.8634
0.2768	20.64	516	0.7391	0.0033	0.7391	0.8597
0.2768	20.72	518	0.7308	0.0033	0.7308	0.8549
0.2768	20.8	520	0.7233	0.0479	0.7233	0.8505
0.2768	20.88	522	0.7711	0.1807	0.7711	0.8781
0.2768	20.96	524	0.8796	-0.0373	0.8796	0.9379
0.2768	21.04	526	0.8962	-0.0373	0.8962	0.9467
0.2768	21.12	528	0.8756	0.0269	0.8756	0.9358
0.2768	21.2	530	0.8717	-0.0113	0.8717	0.9336
0.2768	21.28	532	0.8533	0.0821	0.8533	0.9238
0.2768	21.36	534	0.8704	-0.0336	0.8704	0.9329
0.2768	21.44	536	0.8766	-0.0336	0.8766	0.9363
0.2768	21.52	538	0.8807	-0.0336	0.8807	0.9384
0.2768	21.6	540	0.8497	0.0123	0.8497	0.9218
0.2768	21.68	542	0.8166	-0.0170	0.8166	0.9037
0.2768	21.76	544	0.7952	0.0432	0.7952	0.8917
0.2768	21.84	546	0.8017	-0.0643	0.8017	0.8954
0.2768	21.92	548	0.8132	-0.0643	0.8132	0.9018
0.2768	22.0	550	0.8057	0.0432	0.8057	0.8976
0.2768	22.08	552	0.8156	-0.0902	0.8156	0.9031
0.2768	22.16	554	0.8104	-0.0967	0.8104	0.9002
0.2768	22.24	556	0.7994	0.0	0.7994	0.8941
0.2768	22.32	558	0.8065	0.0318	0.8065	0.8980
0.2768	22.4	560	0.8092	-0.0152	0.8092	0.8996
0.2768	22.48	562	0.8037	0.0454	0.8037	0.8965
0.2768	22.56	564	0.8100	-0.1468	0.8100	0.9000
0.2768	22.64	566	0.8216	-0.0837	0.8216	0.9064
0.2768	22.72	568	0.8184	-0.1542	0.8184	0.9047
0.2768	22.8	570	0.8481	0.1249	0.8481	0.9209
0.2768	22.88	572	0.8597	-0.0029	0.8597	0.9272
0.2768	22.96	574	0.8684	-0.0407	0.8684	0.9319
0.2768	23.04	576	0.8723	-0.0027	0.8723	0.9340
0.2768	23.12	578	0.8677	-0.0056	0.8677	0.9315
0.2768	23.2	580	0.8622	-0.0056	0.8622	0.9286
0.2768	23.28	582	0.8777	-0.0743	0.8777	0.9368
0.2768	23.36	584	0.8957	-0.0818	0.8957	0.9464
0.2768	23.44	586	0.8973	-0.0809	0.8973	0.9473
0.2768	23.52	588	0.8156	0.1740	0.8156	0.9031
0.2768	23.6	590	0.7442	0.1878	0.7442	0.8627
0.2768	23.68	592	0.7595	0.1371	0.7595	0.8715
0.2768	23.76	594	0.7927	0.0375	0.7927	0.8903
0.2768	23.84	596	0.8346	0.0375	0.8346	0.9136
0.2768	23.92	598	0.8611	0.0814	0.8611	0.9280
0.2768	24.0	600	0.8928	-0.0755	0.8928	0.9449
0.2768	24.08	602	0.8872	-0.0718	0.8872	0.9419
0.2768	24.16	604	0.8815	-0.1832	0.8815	0.9389
0.2768	24.24	606	0.9009	-0.1336	0.9009	0.9492
0.2768	24.32	608	0.9329	-0.1088	0.9329	0.9659
0.2768	24.4	610	0.9191	-0.1337	0.9191	0.9587
0.2768	24.48	612	0.8852	-0.0051	0.8852	0.9409
0.2768	24.56	614	0.8327	-0.0407	0.8327	0.9125
0.2768	24.64	616	0.8311	-0.0730	0.8311	0.9116
0.2768	24.72	618	0.8531	-0.0268	0.8531	0.9236
0.2768	24.8	620	0.8935	0.0514	0.8935	0.9453
0.2768	24.88	622	0.9014	0.0501	0.9014	0.9494
0.2768	24.96	624	0.8881	-0.1033	0.8881	0.9424
0.2768	25.04	626	0.8680	-0.1606	0.8680	0.9317
0.2768	25.12	628	0.8519	-0.0958	0.8519	0.9230
0.2768	25.2	630	0.8450	-0.0056	0.8450	0.9192
0.2768	25.28	632	0.8733	0.0723	0.8733	0.9345
0.2768	25.36	634	0.8831	0.0183	0.8831	0.9398
0.2768	25.44	636	0.8471	0.0768	0.8471	0.9204
0.2768	25.52	638	0.8327	0.1371	0.8327	0.9125
0.2768	25.6	640	0.8242	-0.0056	0.8242	0.9079
0.2768	25.68	642	0.8200	-0.0859	0.8200	0.9056
0.2768	25.76	644	0.8219	-0.1268	0.8219	0.9066
0.2768	25.84	646	0.8007	-0.0912	0.8007	0.8948
0.2768	25.92	648	0.7853	-0.0029	0.7853	0.8861
0.2768	26.0	650	0.7906	0.1807	0.7906	0.8891
0.2768	26.08	652	0.8124	0.1199	0.8124	0.9013
0.2768	26.16	654	0.8117	0.1146	0.8117	0.9009
0.2768	26.24	656	0.7833	0.1807	0.7833	0.8851
0.2768	26.32	658	0.7803	0.1371	0.7803	0.8833
0.2768	26.4	660	0.7909	0.0	0.7909	0.8893
0.2768	26.48	662	0.8061	-0.0407	0.8061	0.8978
0.2768	26.56	664	0.8148	-0.0446	0.8148	0.9027
0.2768	26.64	666	0.8136	0.1362	0.8136	0.9020
0.2768	26.72	668	0.8007	0.0970	0.8007	0.8948
0.2768	26.8	670	0.7816	-0.0551	0.7816	0.8841
0.2768	26.88	672	0.7806	-0.0551	0.7806	0.8835
0.2768	26.96	674	0.7908	-0.0499	0.7908	0.8892
0.2768	27.04	676	0.7982	-0.0499	0.7982	0.8934
0.2768	27.12	678	0.8446	-0.1833	0.8446	0.9190
0.2768	27.2	680	0.9558	-0.0761	0.9558	0.9776
0.2768	27.28	682	1.0011	-0.0936	1.0011	1.0006
0.2768	27.36	684	0.9939	-0.0650	0.9939	0.9969
0.2768	27.44	686	0.9542	-0.0393	0.9542	0.9769
0.2768	27.52	688	0.8725	-0.0248	0.8725	0.9341
0.2768	27.6	690	0.8433	0.0376	0.8433	0.9183
0.2768	27.68	692	0.8262	0.1199	0.8262	0.9090
0.2768	27.76	694	0.7707	0.1807	0.7707	0.8779
0.2768	27.84	696	0.7313	0.1024	0.7313	0.8551
0.2768	27.92	698	0.7423	0.0033	0.7423	0.8616
0.2768	28.0	700	0.7593	-0.1010	0.7593	0.8714
0.2768	28.08	702	0.7914	-0.0062	0.7914	0.8896
0.2768	28.16	704	0.8892	0.0123	0.8892	0.9430
0.2768	28.24	706	0.9082	-0.1200	0.9082	0.9530
0.2768	28.32	708	0.8938	-0.0295	0.8938	0.9454
0.2768	28.4	710	0.8869	0.0918	0.8869	0.9417
0.2768	28.48	712	0.8957	-0.1331	0.8957	0.9464
0.2768	28.56	714	0.8883	-0.0488	0.8883	0.9425
0.2768	28.64	716	0.8677	0.0914	0.8677	0.9315
0.2768	28.72	718	0.8553	0.0282	0.8553	0.9248
0.2768	28.8	720	0.8593	-0.0274	0.8593	0.9270
0.2768	28.88	722	0.8567	-0.0274	0.8567	0.9256
0.2768	28.96	724	0.8357	0.1199	0.8357	0.9142
0.2768	29.04	726	0.8137	0.1433	0.8137	0.9021
0.2768	29.12	728	0.8292	-0.0532	0.8292	0.9106
0.2768	29.2	730	0.8493	-0.0446	0.8493	0.9216
0.2768	29.28	732	0.8424	-0.0407	0.8424	0.9178
0.2768	29.36	734	0.8359	-0.0407	0.8359	0.9143
0.2768	29.44	736	0.8239	0.0918	0.8239	0.9077
0.2768	29.52	738	0.8254	0.0814	0.8254	0.9085
0.2768	29.6	740	0.8238	0.1254	0.8238	0.9076
0.2768	29.68	742	0.8247	0.1807	0.8247	0.9082
0.2768	29.76	744	0.7984	0.0918	0.7984	0.8935
0.2768	29.84	746	0.7849	0.0471	0.7849	0.8859
0.2768	29.92	748	0.7703	0.0471	0.7703	0.8777
0.2768	30.0	750	0.7548	0.0970	0.7548	0.8688
0.2768	30.08	752	0.7498	0.1878	0.7498	0.8659
0.2768	30.16	754	0.7652	0.1740	0.7652	0.8748
0.2768	30.24	756	0.8061	0.1146	0.8061	0.8978
0.2768	30.32	758	0.9011	-0.0799	0.9011	0.9493
0.2768	30.4	760	0.9115	-0.1609	0.9115	0.9547
0.2768	30.48	762	0.8691	0.0123	0.8691	0.9323
0.2768	30.56	764	0.8458	0.1740	0.8458	0.9197
0.2768	30.64	766	0.8312	0.0874	0.8312	0.9117
0.2768	30.72	768	0.8250	-0.0446	0.8250	0.9083
0.2768	30.8	770	0.8082	-0.0912	0.8082	0.8990
0.2768	30.88	772	0.8030	0.0922	0.8031	0.8961
0.2768	30.96	774	0.8529	0.0639	0.8529	0.9235
0.2768	31.04	776	0.9462	-0.1593	0.9462	0.9727
0.2768	31.12	778	0.9456	-0.1217	0.9457	0.9724
0.2768	31.2	780	0.8685	0.0600	0.8685	0.9319
0.2768	31.28	782	0.8171	0.1362	0.8171	0.9040
0.2768	31.36	784	0.7910	0.0918	0.7910	0.8894
0.2768	31.44	786	0.7920	-0.1992	0.7920	0.8899
0.2768	31.52	788	0.8202	-0.1833	0.8202	0.9056
0.2768	31.6	790	0.8230	-0.1823	0.8230	0.9072
0.2768	31.68	792	0.8220	-0.0912	0.8220	0.9067
0.2768	31.76	794	0.8465	-0.0446	0.8465	0.9201
0.2768	31.84	796	0.8802	0.0236	0.8802	0.9382
0.2768	31.92	798	0.9028	-0.0262	0.9028	0.9502
0.2768	32.0	800	0.8906	-0.0218	0.8906	0.9437
0.2768	32.08	802	0.8677	0.0357	0.8677	0.9315
0.2768	32.16	804	0.8745	0.0357	0.8745	0.9352
0.2768	32.24	806	0.8706	-0.0086	0.8706	0.9331
0.2768	32.32	808	0.8644	-0.0170	0.8644	0.9297
0.2768	32.4	810	0.9257	-0.0767	0.9257	0.9621
0.2768	32.48	812	0.9913	-0.1226	0.9913	0.9957
0.2768	32.56	814	0.9913	-0.1228	0.9913	0.9956
0.2768	32.64	816	0.9688	-0.1226	0.9688	0.9843
0.2768	32.72	818	0.9172	-0.0778	0.9172	0.9577
0.2768	32.8	820	0.8739	0.0680	0.8739	0.9348
0.2768	32.88	822	0.8620	-0.0599	0.8620	0.9285
0.2768	32.96	824	0.8874	0.0049	0.8874	0.9420
0.2768	33.04	826	0.9091	0.0114	0.9091	0.9535
0.2768	33.12	828	0.9169	0.0434	0.9169	0.9575
0.2768	33.2	830	0.9305	-0.0149	0.9305	0.9646
0.2768	33.28	832	0.9432	-0.1115	0.9432	0.9712
0.2768	33.36	834	0.9479	-0.1551	0.9479	0.9736
0.2768	33.44	836	0.9166	-0.0283	0.9166	0.9574
0.2768	33.52	838	0.8986	0.0680	0.8986	0.9479
0.2768	33.6	840	0.9114	-0.0767	0.9114	0.9547
0.2768	33.68	842	0.9176	-0.1200	0.9176	0.9579
0.2768	33.76	844	0.8992	0.0639	0.8992	0.9482
0.2768	33.84	846	0.8699	0.0680	0.8699	0.9327
0.2768	33.92	848	0.8419	0.0680	0.8419	0.9176
0.2768	34.0	850	0.8162	0.0680	0.8162	0.9035
0.2768	34.08	852	0.8005	0.1199	0.8005	0.8947
0.2768	34.16	854	0.8091	0.1199	0.8091	0.8995
0.2768	34.24	856	0.8281	0.1807	0.8281	0.9100
0.2768	34.32	858	0.8471	-0.0056	0.8471	0.9204
0.2768	34.4	860	0.8678	0.0376	0.8678	0.9316
0.2768	34.48	862	0.9016	0.0205	0.9016	0.9495
0.2768	34.56	864	0.9295	0.0123	0.9295	0.9641
0.2768	34.64	866	0.9446	-0.1206	0.9446	0.9719
0.2768	34.72	868	0.9149	0.0095	0.9149	0.9565
0.2768	34.8	870	0.8519	0.0639	0.8519	0.9230
0.2768	34.88	872	0.7927	0.1433	0.7927	0.8903
0.2768	34.96	874	0.7796	0.0033	0.7796	0.8830
0.2768	35.04	876	0.7879	-0.1551	0.7879	0.8876
0.2768	35.12	878	0.7705	0.0033	0.7705	0.8778
0.2768	35.2	880	0.7715	0.0967	0.7715	0.8783
0.2768	35.28	882	0.8040	0.1740	0.8040	0.8966
0.2768	35.36	884	0.8510	0.0680	0.8510	0.9225
0.2768	35.44	886	0.8639	0.0680	0.8639	0.9295
0.2768	35.52	888	0.8749	0.0680	0.8749	0.9354
0.2768	35.6	890	0.8817	0.0680	0.8817	0.9390
0.2768	35.68	892	0.8592	0.1304	0.8592	0.9269
0.2768	35.76	894	0.8535	0.0874	0.8535	0.9238
0.2768	35.84	896	0.8538	0.0874	0.8538	0.9240
0.2768	35.92	898	0.8285	0.0869	0.8285	0.9102
0.2768	36.0	900	0.8236	0.0869	0.8236	0.9075
0.2768	36.08	902	0.8491	0.0680	0.8491	0.9215
0.2768	36.16	904	0.8694	0.0152	0.8694	0.9324
0.2768	36.24	906	0.8519	0.0680	0.8519	0.9230
0.2768	36.32	908	0.8252	0.1371	0.8252	0.9084
0.2768	36.4	910	0.8163	0.0874	0.8163	0.9035
0.2768	36.48	912	0.8225	0.0869	0.8225	0.9069
0.2768	36.56	914	0.8269	0.1311	0.8269	0.9093
0.2768	36.64	916	0.8343	0.0768	0.8343	0.9134
0.2768	36.72	918	0.8218	0.1311	0.8218	0.9065
0.2768	36.8	920	0.8386	0.0680	0.8386	0.9157
0.2768	36.88	922	0.8528	0.0183	0.8528	0.9235
0.2768	36.96	924	0.8564	0.0680	0.8564	0.9254
0.2768	37.04	926	0.8437	0.0680	0.8437	0.9185
0.2768	37.12	928	0.8249	0.0869	0.8249	0.9082
0.2768	37.2	930	0.8212	0.0869	0.8212	0.9062
0.2768	37.28	932	0.8298	0.1199	0.8298	0.9109
0.2768	37.36	934	0.8580	0.0152	0.8580	0.9263
0.2768	37.44	936	0.8777	-0.0767	0.8777	0.9368
0.2768	37.52	938	0.8755	-0.0767	0.8755	0.9357
0.2768	37.6	940	0.8576	0.0152	0.8576	0.9261
0.2768	37.68	942	0.8473	0.1199	0.8473	0.9205
0.2768	37.76	944	0.8441	0.1199	0.8441	0.9187
0.2768	37.84	946	0.8505	0.0680	0.8505	0.9222
0.2768	37.92	948	0.8497	0.0680	0.8497	0.9218
0.2768	38.0	950	0.8157	0.0680	0.8157	0.9032
0.2768	38.08	952	0.7945	0.1311	0.7945	0.8913
0.2768	38.16	954	0.7923	0.0768	0.7923	0.8901
0.2768	38.24	956	0.8295	0.0680	0.8295	0.9108
0.2768	38.32	958	0.8647	0.0068	0.8647	0.9299
0.2768	38.4	960	0.8941	-0.0818	0.8941	0.9455
0.2768	38.48	962	0.8998	-0.0818	0.8998	0.9486
0.2768	38.56	964	0.8835	-0.0373	0.8835	0.9399
0.2768	38.64	966	0.8881	0.0068	0.8881	0.9424
0.2768	38.72	968	0.8972	0.0091	0.8972	0.9472
0.2768	38.8	970	0.9029	0.0091	0.9029	0.9502
0.2768	38.88	972	0.9107	0.0118	0.9107	0.9543
0.2768	38.96	974	0.8999	0.0611	0.8999	0.9487
0.2768	39.04	976	0.8688	0.0690	0.8688	0.9321
0.2768	39.12	978	0.8348	0.0690	0.8348	0.9137
0.2768	39.2	980	0.8093	0.0918	0.8093	0.8996
0.2768	39.28	982	0.7952	0.0970	0.7952	0.8917
0.2768	39.36	984	0.7922	0.0970	0.7922	0.8901
0.2768	39.44	986	0.8108	0.0247	0.8108	0.9004
0.2768	39.52	988	0.8647	0.0041	0.8647	0.9299
0.2768	39.6	990	0.9099	-0.0828	0.9099	0.9539
0.2768	39.68	992	0.9044	-0.0828	0.9044	0.9510
0.2768	39.76	994	0.8939	-0.0818	0.8939	0.9455
0.2768	39.84	996	0.8933	-0.0818	0.8933	0.9452
0.2768	39.92	998	0.8717	0.0152	0.8717	0.9336
0.052	40.0	1000	0.8698	0.0680	0.8698	0.9326
0.052	40.08	1002	0.8638	0.0690	0.8638	0.9294
0.052	40.16	1004	0.8727	0.0690	0.8727	0.9342
0.052	40.24	1006	0.8882	0.0690	0.8882	0.9425
0.052	40.32	1008	0.8728	0.0690	0.8728	0.9342
0.052	40.4	1010	0.8943	0.0690	0.8943	0.9457
0.052	40.48	1012	0.9072	0.0040	0.9072	0.9525
0.052	40.56	1014	0.9141	0.0016	0.9141	0.9561
0.052	40.64	1016	0.9116	0.0016	0.9116	0.9548
0.052	40.72	1018	0.8954	0.0680	0.8954	0.9463
0.052	40.8	1020	0.8739	0.0690	0.8739	0.9348
0.052	40.88	1022	0.8790	0.0690	0.8790	0.9375
0.052	40.96	1024	0.8886	0.0680	0.8886	0.9427
0.052	41.04	1026	0.8754	0.0680	0.8754	0.9356
0.052	41.12	1028	0.8661	0.0152	0.8661	0.9307
0.052	41.2	1030	0.8580	-0.0274	0.8580	0.9263
0.052	41.28	1032	0.8593	-0.1194	0.8593	0.9270

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1